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Os02g0168500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose independent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
91.48 | 0.449 | 10.4 | 1.14 | 0.422 | -0.953 | -0.0321 | 9.25 | -0.0627 | 6.24 | 30 | 4384 | -- | -- |
100.02 | 0.469 | 10.6 | -0.421 | 0.47 | 0.091 | 0.0251 | -- | -0.124 | 5.92 | 30 | 4384 | -- | -- |
91.48 | 0.445 | 10.4 | 1.14 | 0.422 | -0.953 | -- | 9.25 | -0.0626 | 6.25 | 30 | 4383 | -- | -- |
97.71 | 0.46 | 10.6 | -0.47 | 0.456 | 0.248 | -- | -- | -0.106 | 5.93 | 32.1 | 6140 | -- | -- |
100.68 | 0.467 | 10.5 | 1.18 | -- | -0.972 | -- | 9.65 | -0.0703 | -- | 30.19 | 4440 | -- | -- |
100.28 | 0.469 | 10.6 | -0.412 | 0.451 | -- | -0.00269 | -- | -0.127 | 6.06 | -- | -- | -- | -- |
100.28 | 0.469 | 10.6 | -0.412 | 0.451 | -- | -- | -- | -0.127 | 6.06 | -- | -- | -- | -- |
107.7 | 0.483 | 10.6 | -0.475 | -- | 0.254 | -- | -- | -0.0953 | -- | 32 | 5756 | -- | -- |
103.46 | 0.474 | 10.6 | -- | 0.456 | 0.181 | -- | -- | -0.0583 | 6.06 | 31.9 | 6120 | -- | -- |
110.85 | 0.492 | 10.6 | -0.399 | -- | -- | -- | -- | -0.117 | -- | -- | -- | -- | -- |
104.75 | 0.479 | 10.6 | -- | 0.445 | -- | -- | -- | -0.081 | 6.11 | -- | -- | -- | -- |
112.86 | 0.495 | 10.6 | -- | -- | -0.228 | -- | -- | -0.0171 | -- | 27.79 | 47500 | -- | -- |
115.04 | 0.501 | 10.6 | -- | -- | -- | -- | -- | -0.0724 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 77.36 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
2 | 77.38 | wind | 1.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
3 | 77.39 | wind | 1.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
4 | 78.06 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 12 | 1 |
6 | 78.06 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 12 | 1 |
10 | 79.41 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 11 | 1 |
13 | 83.20 | radiation | 10.0 | 90 | < th | dose independent | rect. | 11 | 1 |
28 | 88.44 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 11 | 1 |
29 | 88.68 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
30 | 88.79 | wind | 9.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
32 | 88.79 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
38 | 89.08 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
39 | 89.18 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 12 | 3 |
46 | 89.93 | wind | 3.0 | 10 | < th | dose independent | rect. | 12 | 1 |
78 | 90.88 | wind | 3.0 | 10 | < th | dose dependent | rect. | 12 | 1 |
80 | 90.89 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 16 | 1 |
84 | 90.91 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 9 |
85 | 90.91 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 11 |
87 | 90.91 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 20 |
91 | 90.92 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 15 |
92 | 90.92 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 18 |
150 | 91.28 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 1 |
178 | 91.48 | temperature | 25.0 | 30 | > th | dose independent | rect. | 11 | 1 |
179 | 91.51 | temperature | 30.0 | 4320 | > th | dose independent | sin | 16 | NA |
194 | 91.69 | temperature | 30.0 | 4320 | < th | dose independent | sin | 16 | NA |
238 | 91.88 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 16 | 23 |
259 | 91.90 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 23 |
284 | 92.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 5 | 10 |
286 | 92.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 2 | 13 |
287 | 92.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 4 | 13 |
288 | 92.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 2 | 15 |
298 | 92.08 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 22 | 17 |
299 | 92.08 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 20 | 19 |
300 | 92.08 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 22 | 19 |
301 | 92.08 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 20 | 21 |
346 | 92.16 | temperature | 30.0 | 4320 | > th | dose independent | no | NA | NA |
472 | 92.24 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 4 | 17 |
473 | 92.24 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 6 | 17 |
475 | 92.24 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 2 | 19 |
520 | 92.25 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 22 | 23 |
522 | 92.26 | temperature | 30.0 | 4320 | < th | dose independent | no | NA | NA |
585 | 92.39 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 20 | 5 |
609 | 92.50 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 22 | 2 |
632 | 92.60 | radiation | 10.0 | 270 | < th | dose independent | rect. | 8 | 1 |
677 | 92.88 | wind | 1.0 | 30 | > th | dose independent | rect. | 11 | 1 |
679 | 92.88 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 23 |
681 | 92.88 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 20 | 3 |
683 | 92.88 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 23 |
684 | 92.89 | radiation | 1.0 | 30 | > th | dose independent | rect. | 11 | 1 |
691 | 92.92 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 21 | 4 |
693 | 92.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
697 | 92.93 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
699 | 92.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 23 |
702 | 92.93 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 22 | 1 |
707 | 92.96 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 1 |
711 | 92.99 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 1 |
713 | 92.99 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 11 | 1 |
714 | 92.99 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 1 |
715 | 92.99 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 1 |
716 | 92.99 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 23 |
717 | 92.99 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 1 |
719 | 92.99 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 12 | 23 |
724 | 93.04 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 7 |
725 | 93.05 | humidity | 50.0 | 30 | > th | dose independent | rect. | 11 | 1 |
729 | 93.06 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |
732 | 93.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 5 |
734 | 93.07 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 16 |
759 | 93.10 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 16 | 11 |
779 | 93.16 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
781 | 93.17 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 11 | 1 |
791 | 93.20 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 12 | 23 |
804 | 93.24 | wind | 9.0 | 30 | < th | dose independent | rect. | 12 | 23 |
854 | 93.41 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 11 | 1 |
899 | 93.56 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 12 | 23 |
908 | 93.61 | wind | 1.0 | 30 | > th | dose independent | rect. | 12 | 23 |
935 | 93.73 | temperature | 30.0 | 30 | < th | dose independent | rect. | 11 | 1 |
955 | 93.79 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 23 |
967 | 93.83 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 11 | 16 |
977 | 93.88 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 11 | 1 |
1000 | 94.00 | wind | 9.0 | 30 | < th | dose dependent | rect. | 11 | 1 |